Open to opportunities

Islam Mansour

@islammansour

Message

Senior Software Engineer building production AI, backend, and full-stack applications since the early LLM days.

Egypt

Message

What I'm looking for

I’m looking to build production AI systems that ship end-to-end—backend to frontend—using RAG, agents, and scalable cloud infrastructure, with ownership, strong engineering practices, and room to create measurable impact.

I’m a Senior Software Engineer with 4+ years of experience building production AI, backend, and full-stack applications. I’ve been building AI products since the early LLM days, spanning conversational AI, RAG, semantic search, AI agents, and scalable cloud systems.

At UseTorg, I built production LLM-powered services for buyer-supplier matching, AI-assisted content generation, and business workflow automation. I also built a Next.js frontend and a Django/Wagtail backend for an AI-assisted CMS, contributing to 200%+ organic traffic growth and helping triple overall website traffic.

I design semantic retrieval pipelines using LangGraph, LangChain, PostgreSQL (pgvector), and vector embeddings, and I build AI agents that automate buyer verification, supplier qualification, follow-ups, and CRM enrichment using tool calling and structured outputs. I develop and maintain Python/Django microservices and deploy/monitor production AI services on GCP.

Earlier, at Dawarha, I led backend and dashboard development for smart recycling machines and reduced customer complaints by 80% after migrating from Firebase to Node.js and PostgreSQL with Redis/RabbitMQ. I also optimized the machines’ Python detection pipeline (9s to 0.8s) and managed deployments and CI/CD using Docker and AWS.

Experience

Work history, roles, and key accomplishments

Current

Senior Software Engineer

Current

UseTorg

May 2025 - Present (1 year 2 months)

Built production LLM-powered services for buyer-supplier matching, AI-assisted content generation, and business workflow automation. Developed a Next.js frontend and Django/Wagtail backend, and designed semantic retrieval pipelines and AI agents integrated with external systems.

Python Django Wagtail LangGraph Azure OpenAI Langsmith Next.js AI Agents Pgvector PostgreSQL HubSpot Apollo Structured Outputs Tool calling RabbitMQ BigQuery GCP Microservices

Senior Sofware Engineer

Dawarha

Sep 2023 - May 2025 (1 year 8 months)

Led backend and dashboard development for hybrid smart recycling machines and a social recycling app. Migrated from Firebase to Node.js and PostgreSQL/Redis/RabbitMQ, optimized machine detection code, and managed AWS/Docker deployments and real-time monitoring.

Firebase Migration PostgreSQL Redis RabbitMQ Python Docker AWS CI CD Monitoring

Senior software engineer

Tradinos

May 2023 - Nov 2023 (6 months)

Led frontend development for Maliz.ai, a privacy-first platform for embeddable AI assistants. Built Python and NestJS microservices for document ingestion, semantic retrieval, and enterprise RAG workflows, supporting production systems with SLA constraints.

Next.js Python NestJS Llama Models LangGraph PostgreSQL Pgvector RabbitMQ Angular Azure Microservices

Software Engineer

Blue Developments

Sep 2022 - Sep 2023 (1 year)

Developed conversational digital clones using LLMs, Rasa NLP, and voice cloning and integrated AI capabilities into production applications. Built a real-estate social networking platform with Next.js/Express.js/MongoDB and implemented backend services for AI inference workflows with monitoring and CI/CD.

LLM Rasa Voice Cloning Next.js MongoDB Python React AI Inference CI CD GitHub Actions AWS

Web Developer

DiginationMEA

Jun 2021 - Aug 2022 (1 year 2 months)

Built custom marketing websites and maintained the company official website. Worked with ReactJS, GSAP, NodeJS, and WordPress, and managed CI/CD pipelines.

ReactJS NodeJS WordPress CI CD